{"product_id":"9781032583983-linear-models-with-r","title":"Linear Models with R","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003e\u003ci\u003eLinear Models with R, Third Edition\u003c\/i\u003e explains how to use linear models in physical science, engineering, social science, and business applications. The book incorporates several improvements that reflect how the world of R has expanded since the publication of the second edition.\u003c\/p\u003e\n\u003cbr\u003e\u003cp\u003e\u003ci\u003eA Hands-On Way to Learning Data Analysis\u003c\/i\u003e\u003c\/p\u003e\n\u003cp\u003ePart of the core of statistics, linear models are used to make predictions and explain the relationship between the response and the predictors. Understanding linear models is crucial to a broader competence in the practice of statistics. \u003ci\u003eLinear Models with R, Third Edition\u003c\/i\u003e explains how to use linear models in physical science, engineering, social science, and business applications. The book incorporates several improvements that reflect how the world of R has greatly expanded since the publication of the second edition.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eNew to the Third Edition\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e40% more content with more explanation and examples throughout\u003c\/li\u003e\n\u003cli\u003eNew chapter on sampling featuring simulation-based methods\u003c\/li\u003e\n\u003cli\u003eModel assessment methods discussed\u003c\/li\u003e\n\u003cli\u003eExplanation chapter expanded to include introductory ideas about causation\u003c\/li\u003e\n\u003cli\u003eModel interpretation in the presence of transformation\u003c\/li\u003e\n\u003cli\u003eCrossvalidation for model selection\u003c\/li\u003e\n\u003cli\u003eChapter on regularization now includes the elastic net\u003c\/li\u003e\n\u003cli\u003eMore on multiple comparisons and the use of marginal means\u003c\/li\u003e\n\u003cli\u003eDiscussion of design and power\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLike its widely praised, best-selling predecessor, this edition combines statistics and R to seamlessly give a coherent exposition of the practice of linear modeling. The text offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using R.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":55447225467254,"sku":"9781032583983","price":116.38,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_33674287.jpg?v=1760345375","url":"https:\/\/www.rarewaves.com\/products\/9781032583983-linear-models-with-r","provider":"Rarewaves.com","version":"1.0","type":"link"}